Jathushan Rajasegaran

PHALP. Code repository for the paper "Tracking People by Predicting 3D Appearance, Location & Pose". (CVPR 2022 Oral)

LART. Code repository for the paper "On the Benefits of 3D Pose and Tracking for Human Action Recognition", (CVPR 2023)

deepcaps. Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).

SKD. SKD : Self-supervised Knowledge Distillation for Few-shot Learning

iTAML. Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020

T3DP. Code repository for the paper "Tracking People with 3D Representations". NeurIPS 2021

RPSnet. Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019

SlowFast. PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

NMR. Python

textcaps. A novel data generation technique with Capsule Networks

warpgrad. Meta-Learning with Warped Gradient Descent

MAAC. Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

hummingbird. Hummingbird compiles trained ML models into tensor computation for faster inference.

Practical-DRL. This is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/Practical-DRL/

4D-Humans. Python

vit-pytorch. Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

CapsNet. CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

CapsNet-Keras. A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

introtodeeplearning_labs. Lab Materials for MIT 6.S191: Introduction to Deep Learning

Matlab_codes. Few codes in matlab on image processing and signal processing

CapsNet-Tensorflow. A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules